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120, "fontFamily": "Inter", "fontColor": "#800080", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#223", "bgcolor": "#335" }, { "id": 230, "type": "WanVideoSetLoRAs", "pos": [ 2432.53955078125, 495.47943115234375 ], "size": [ 222, 46 ], "flags": {}, "order": 51, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 368 }, { "name": "lora", "shape": 7, "type": "WANVIDLORA", "link": 369 } ], "outputs": [ { "name": "model", "type": "WANVIDEOMODEL", "links": [ 384 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "998a69cc0acbec503001b8b0ce0a5d5404420e1e", "Node name for S&R": "WanVideoSetLoRAs", "aux_id": "kijai/ComfyUI-WanVideoWrapper" }, "widgets_values": [], "color": "#223", "bgcolor": "#335" }, { "id": 264, "type": "WanVideoLoraSelectMulti", "pos": [ 685.2293701171875, 163.13433837890625 ], "size": [ 218, 342 ], "flags": {}, "order": 26, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 380 ] } ], "title": "Lora (Pass 1)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "309a93c2211dfd8a7c94199eeae6c83d743e9338", "Node name for S&R": "WanVideoLoraSelectMulti" }, "widgets_values": [ "Wan2.2-Lightning_I2V-A14B-4steps-lora_HIGH_fp16.safetensors", 1, "Wan2.1_I2V_14B_FusionX_LoRA.safetensors", 0.8, "none", 0.8, "none", 1, "none", 1, false, false ], "color": "#223", "bgcolor": "#335" }, { "id": 267, "type": "WanVideoLoraSelectMulti", "pos": [ 987.6797485351562, 164.28118896484375 ], "size": [ 210, 342 ], "flags": {}, "order": 27, "mode": 0, "inputs": [ { "name": "prev_lora", "shape": 7, "type": "WANVIDLORA", "link": null }, { "name": "blocks", "shape": 7, "type": "SELECTEDBLOCKS", "link": null } ], "outputs": [ { "name": "lora", "type": "WANVIDLORA", "links": [ 369 ] } ], "title": "Lora (Pass 2)", "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "309a93c2211dfd8a7c94199eeae6c83d743e9338", "Node name for S&R": "WanVideoLoraSelectMulti" }, "widgets_values": [ "Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16.safetensors", 1, "Wan2.1_I2V_14B_FusionX_LoRA.safetensors", 0.8, "none", 0.8, "none", 1, "none", 1, false, false ], "color": "#223", "bgcolor": "#335" }, { "id": 224, "type": "ImageResizeKJv2", "pos": [ 1371.2119140625, 162.57911682128906 ], "size": [ 266.4591979980469, 336 ], "flags": { "collapsed": false }, "order": 48, "mode": 0, "inputs": [ { "name": "image", "type": "IMAGE", "link": 360 }, { "name": "mask", "shape": 7, "type": "MASK", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 361 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 362 } ], "outputs": [ { "name": "IMAGE", "type": "IMAGE", "links": [ 371 ] }, { "name": "width", "type": "INT", "links": [] }, { "name": "height", "type": "INT", "links": [] }, { "name": "mask", "type": "MASK", "links": null } ], "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "1.1.2", "Node name for S&R": "ImageResizeKJv2", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 1280, 720, "nearest-exact", "crop", "0, 0, 0", "center", 2, "cpu" ], "color": "#223", "bgcolor": "#335" }, { "id": 274, "type": "MarkdownNote", "pos": [ 46.91633605957031, 1299.24951171875 ], "size": [ 483.944580078125, 541.9638061523438 ], "flags": {}, "order": 28, "mode": 0, "inputs": [], "outputs": [], "title": "Model Links For This Workflow", "properties": {}, "widgets_values": [ "\n---\n\n[Tutorial](https://docs.comfy.org/tutorials/video/wan/wan2_2) | [教程](https://docs.comfy.org/zh-CN/tutorials/video/wan/wan2_2)\n\n**Diffusion Model**\n\n* [wan2.2\\_i2v\\_high\\_noise\\_14B\\_Q4\\_K\\_M.gguf](https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/resolve/main/wan2.2_i2v_high_noise_14B_Q4_K_M.gguf)\n* [wan2.2\\_i2v\\_low\\_noise\\_14B\\_Q4\\_K\\_M.gguf](https://huggingface.co/bullerwins/Wan2.2-I2V-A14B-GGUF/resolve/main/wan2.2_i2v_low_noise_14B_Q4_K_M.gguf)\n\n**VAE**\n\n* [wan\\_2.1\\_vae.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/vae/wan_2.1_vae.safetensors)\n\n**Text Encoder (FP16)**\n\n* [umt5\\_xxl\\_fp16.safetensors](https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged/resolve/main/split_files/text_encoders/umt5_xxl_fp16.safetensors)\n\n**LoRAs**\n\n* [Wan2.1\\_I2V\\_14B\\_FusionX\\_LoRA.safetensors](https://huggingface.co/vrgamedevgirl84/Wan14BT2VFusioniX/resolve/main/FusionX_LoRa/Wan2.1_I2V_14B_FusionX_LoRA.safetensors)\n* [Wan2.2-Lightning\\_I2V-A14B-4steps-lora\\_LOW\\_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan22-Lightning/Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16.safetensors)\n* [Wan2.2-Lightning\\_I2V-A14B-4steps-lora\\_HIGH\\_fp16.safetensors](https://huggingface.co/Kijai/WanVideo_comfy/resolve/main/Wan22-Lightning/Wan2.2-Lightning_I2V-A14B-4steps-lora_HIGH_fp16.safetensors)\n\n# [WAN 2.2 PROMPT ENHANCER](https://prompter--thaakeno.on.websim.com/)\n\nUse this big-ass prompt enhancer to squeeze every drop of juice from your WAN 2.2 models.\n\n---\n\nFile save location:\n\n```plaintext\nComfyUI/\n├───📂 models/\n│ ├───📂 unet/\n│ │ ├─── wan2.2_i2v_high_noise_14B_Q4_K_M.gguf\n│ │ └─── wan2.2_i2v_low_noise_14B_Q4_K_M.gguf\n│ ├───📂 text_encoders/\n│ │ └─── umt5_xxl_fp16.safetensors\n│ ├───📂 vae/\n│ │ └─── wan_2.1_vae.safetensors\n│ └───📂 loras/\n│ ├─── Wan2.1_I2V_14B_FusionX_LoRA.safetensors\n│ ├─── Wan2.2-Lightning_I2V-A14B-4steps-lora_LOW_fp16.safetensors\n│ └─── Wan2.2-Lightning_I2V-A14B-4steps-lora_HIGH_fp16.safetensors\n```\n\n---" ], "color": "#432", "bgcolor": "#653" }, { "id": 236, "type": "WanVideoImageToVideoEncode", "pos": [ 1742.9222412109375, 152.41253662109375 ], "size": [ 308.2320251464844, 390 ], "flags": {}, "order": 53, "mode": 0, "inputs": [ { "name": "vae", "type": "WANVAE", "link": 370 }, { "name": "clip_embeds", "shape": 7, "type": "WANVIDIMAGE_CLIPEMBEDS", "link": null }, { "name": "start_image", "shape": 7, "type": "IMAGE", "link": 371 }, { "name": "end_image", "shape": 7, "type": "IMAGE", "link": null }, { "name": "control_embeds", "shape": 7, "type": "WANVIDIMAGE_EMBEDS", "link": null }, { "name": "temporal_mask", "shape": 7, "type": "MASK", "link": null }, { "name": "extra_latents", "shape": 7, "type": "LATENT", "link": null }, { "name": "add_cond_latents", "shape": 7, "type": "ADD_COND_LATENTS", "link": null }, { "name": "width", "type": "INT", "widget": { "name": "width" }, "link": 373 }, { "name": "height", "type": "INT", "widget": { "name": "height" }, "link": 374 }, { "name": "num_frames", "type": "INT", "widget": { "name": "num_frames" }, "link": 375 } ], "outputs": [ { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "links": [ 381 ] } ], "properties": { "cnr_id": "ComfyUI-WanVideoWrapper", "ver": "7e290c67bff1f906cdab84523018573f6c9d4d7f", "Node name for S&R": "WanVideoImageToVideoEncode" }, "widgets_values": [ 832, 480, 81, 0, 1, 1, true, false, false ], "color": "#233", "bgcolor": "#355" }, { "id": 283, "type": "VHS_VideoCombine", "pos": [ 4001.04638671875, 247.36935424804688 ], "size": [ 362.0821838378906, 334 ], "flags": {}, "order": 60, "mode": 0, "inputs": [ { "name": "images", "type": "IMAGE", "link": 411 }, { "name": "audio", "shape": 7, "type": "AUDIO", "link": null }, { "name": "meta_batch", "shape": 7, "type": "VHS_BatchManager", "link": null }, { "name": "vae", "shape": 7, "type": "VAE", "link": null } ], "outputs": [ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "title": "High Noise Preview", "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "1.7.2", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, 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[ { "name": "Filenames", "type": "VHS_FILENAMES", "links": null } ], "properties": { "cnr_id": "comfyui-videohelpersuite", "ver": "0a75c7958fe320efcb052f1d9f8451fd20c730a8", "Node name for S&R": "VHS_VideoCombine" }, "widgets_values": { "frame_rate": 16, "loop_count": 0, "filename_prefix": "Wan2.2_I2V_LIGHTNING", "format": "video/h264-mp4", "pix_fmt": "yuv420p", "crf": 19, "save_metadata": true, "trim_to_audio": false, "pingpong": false, "save_output": true, "videopreview": { "hidden": false, "paused": false, "params": { "filename": "Wan2.2_I2V_LIGHTNING_00005.mp4", "subfolder": "", "type": "output", "format": "video/h264-mp4", "frame_rate": 16, "workflow": "Wan2.2_I2V_LIGHTNING_00005.png", "fullpath": "/content/drive/MyDrive/ComfyUI/output/Wan2.2_I2V_LIGHTNING_00005.mp4" } } } }, { "id": 285, "type": "MarkdownNote", "pos": [ 718.1910400390625, 1758.3271484375 ], "size": [ 274.9889831542969, 88 ], "flags": {}, "order": 29, "mode": 0, "inputs": [], "outputs": [], "title": "Total Frames", "properties": {}, "widgets_values": [ "The total amount of frames.\n\n> 81 frames at 16fps equals 5s of video" ], "color": "#232", "bgcolor": "#353" }, { "id": 276, "type": "MarkdownNote", "pos": [ 718.4169921875, 1637.1939697265625 ], "size": [ 276.77581787109375, 88 ], "flags": {}, "order": 30, "mode": 0, "inputs": [], "outputs": [], "title": "Split Step Note", "properties": {}, "widgets_values": [ " **Split Step:** When to switch to the low-noise model.\n\n> Default Split Step = 2" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 277, "type": "MarkdownNote", "pos": [ 717.5048828125, 1521.7081298828125 ], "size": [ 276.77581787109375, 88 ], "flags": {}, "order": 31, "mode": 0, "inputs": [], "outputs": [], "title": "Total Steps Note", "properties": {}, "widgets_values": [ "**Total Steps:** Overall generation quality. `4-6` is good. (This is due to lightning lora)\n\n> Default Total Step = 4" ], "color": "#2a363b", "bgcolor": "#3f5159" }, { "id": 240, "type": "PrimitiveInt", "pos": [ 1011.7666625976562, 1755.490966796875 ], "size": [ 429.45208740234375, 82 ], "flags": { "collapsed": false }, "order": 32, "mode": 0, "inputs": [], "outputs": [ { "name": "INT", "type": "INT", "links": [ 394 ] } ], "title": "Frames", "properties": { "cnr_id": "comfy-core", "ver": "0.3.43", "Node name for S&R": "PrimitiveInt" }, "widgets_values": [ 81, "fixed" ], "color": "#232", "bgcolor": "#353" }, { "id": 266, "type": "INTConstant", "pos": [ 1012.056884765625, 1655.0450439453125 ], "size": [ 433.7254638671875, 58 ], "flags": {}, "order": 33, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 396 ] } ], "title": "Split_step", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 2 ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 265, "type": "INTConstant", "pos": [ 1014.6908569335938, 1553.3450927734375 ], "size": [ 432.143798828125, 58 ], "flags": {}, "order": 34, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 397 ] } ], "title": "Steps", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 4 ], "color": "#1b4669", "bgcolor": "#29699c" }, { "id": 234, "type": "INTConstant", "pos": [ 1674.19873046875, 1540.253662109375 ], "size": [ 210, 58 ], "flags": {}, "order": 35, "mode": 0, "inputs": [], "outputs": [ { "name": "value", "type": "INT", "links": [ 395 ] } ], "title": "Target Height", "properties": { "aux_id": "kijai/comfyui-kjnodes", "ver": "a6b867b63a29ca48ddb15c589e17a9f2d8530d57", "Node name for S&R": "INTConstant", "cnr_id": "comfyui-kjnodes" }, "widgets_values": [ 480 ], "color": "#432", "bgcolor": "#653" }, { "id": 279, "type": "Label (rgthree)", "pos": [ 1446.9129638671875, 1049.0411376953125 ], "size": [ 455.5078125, 40 ], "flags": { "allow_interaction": true }, "order": 36, "mode": 0, "inputs": [], "outputs": [], "title": "INPUT UR START IMAGE", "properties": { "fontSize": 40, "fontFamily": "Inter", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 289, "type": "Label (rgthree)", "pos": [ 1455.5130615234375, 1607.6199951171875 ], "size": [ 430.01953125, 40 ], "flags": { "allow_interaction": true }, "order": 37, "mode": 0, "inputs": [], "outputs": [], "title": "CHANGE UR RES HERE", "properties": { "fontSize": 40, "fontFamily": "Inter", "fontColor": "#ffffff", "textAlign": "left", "backgroundColor": "transparent", "padding": 0, "borderRadius": 0 }, "color": "#fff0", "bgcolor": "#fff0" }, { "id": 269, "type": 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"id": 261, "type": "WanVideoSampler", "pos": [ 2698.362060546875, 165.32394409179688 ], "size": [ 319.86236572265625, 902 ], "flags": {}, "order": 56, "mode": 0, "inputs": [ { "name": "model", "type": "WANVIDEOMODEL", "link": 398 }, { "name": "image_embeds", "type": "WANVIDIMAGE_EMBEDS", "link": 399 }, { "name": "text_embeds", "shape": 7, "type": "WANVIDEOTEXTEMBEDS", "link": 400 }, { "name": "samples", "shape": 7, "type": "LATENT", "link": null }, { "name": "feta_args", "shape": 7, "type": "FETAARGS", "link": null }, { "name": "context_options", "shape": 7, "type": "WANVIDCONTEXT", "link": null }, { "name": "cache_args", "shape": 7, "type": "CACHEARGS", "link": null }, { "name": "flowedit_args", "shape": 7, "type": "FLOWEDITARGS", "link": null }, { "name": "slg_args", "shape": 7, "type": "SLGARGS", "link": null }, { "name": "loop_args", "shape": 7, "type": "LOOPARGS", "link": null }, { "name": "experimental_args", "shape": 7, "type": "EXPERIMENTALARGS", "link": null }, { "name": 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